Services as systems

Full-stack products and AI automation built around real operations.

From the interface customers see to the APIs, data, and automated workflows behind it, every layer is designed as one maintainable system.

Step 01

Map the workflow

Review the current process, tools, handoffs, and friction before recommending a solution.

Step 02

Build the system

Implement the website, automation, integration, or internal workflow in practical delivery phases.

Step 03

Validate and hand off

Test reliability, document the flow, and make the system understandable for real operations.

Overview

Solution Categories

Each category connects to actual project patterns already built across website, automation, API, and AI workflow work.

Customer Response

Customer Response & AI Agents

AI-assisted messaging, customer follow-up, and response systems that keep leads and clients moving without waiting on manual replies.

  • Facebook Messenger AI agents
  • Escalation and quote follow-up emails
  • AI-assisted support and response workflows
  • Context-aware reply generation and routing

Related project patterns

Facebook Messenger AI Agent

Webhook-based Messenger agent that filters events, fetches context, generates AI replies, triggers downstream actions via HTTP, and responds back through the webhook flow.

Automation
n8nWebhooksAI AgentHTTP Request

Automated Email Response for Escalations

Scheduled workflow that checks tasks and sends email responses for escalations, keeping communication consistent and reducing manual handling.

Automation
ZapierScheduleAsanaGmail

Quote Follow-up Automation

Weekly scheduled automation that finds relevant tasks and sends quote follow-up emails to improve response rates and maintain consistent outreach.

Automation
ZapierScheduleAsanaGmail

Intake

Lead Intake & Scheduling Automation

Systems that capture inquiries, qualify leads, prepare context, and route next steps before work gets stuck in inboxes or calendars.

  • Webhook-based lead enrichment
  • Booked-calendar intake workflows
  • AI call transcript qualification
  • Priority routing and stakeholder alerts
  • CRM, sheet, and task handoff logic

Related project patterns

Automated Real Estate Lead Qualification & Outbound Calling System

A three-workflow closed-loop system for real estate lead qualification: scheduled intake normalizes and deduplicates leads before dispatching authenticated outbound AI voice calls via Retell, inbound caller lookup matches phone numbers back to lead records, and post-call webhook processing analyzes transcripts, updates records, and routes qualified opportunities to human acquisitions handoff — with API response validation, failure routing, and monitoring throughout.

Automation
Retell AIClaude/OpenAIGoogle SheetsGoogle Docs

Automated Leads Enrichment

Webhook-driven enrichment that formats incoming lead data, enriches via external lookup, routes by priority, logs high-priority leads to Sheets, notifies stakeholders, and emails outcomes.

Automation
ZapierWebhooksFormatterGoogle Sheets

Guest Researcher From Booked Calendar Client

Booked-calendar intake automation that turns client scheduling data into a guest research workflow, helping the team prepare context and next-step actions before engagement.

Automation
Calendar IntakeClient RoutingResearch WorkflowAutomation

Operations

Operations & Data Workflows

Backend-friendly automation for files, finance records, location data, task systems, and reporting handoffs across business tools.

  • Buyer ranking and contact enrichment
  • Xero transaction export and task handoff
  • Gmail attachment sorting and metadata logging
  • Geocoding and structured review pipelines
  • Google Sheets, Drive, Asana, and API integrations

Related project patterns

Wholesaling Buyer Intelligence

n8n deal-intake system that geocodes property addresses, checks a 15-day address cache, looks up property and buyer data, skip-traces LLC and person routes, normalizes contacts, and uses AI to rank the best cash buyers into Google Sheets.

Automation
n8nGoogle Geocoding APIBatchDataSkip Sherpa

Export Xero Transactions -> Upload CSV to Asana

Pulls account transactions from Xero via API, routes/iterates records, writes and aggregates data in Google Sheets, then uploads the generated CSV/attachment to Asana for processing and tracking.

Automation
Make (Integromat)Xero APIGoogle SheetsIterator/Router

Auto-sort Gmail Attachments to Google Drive

Watches Gmail, extracts attachments, optionally uses Gemini AI for processing, uploads files to Drive, logs metadata to Google Sheets, and sends confirmation emails for visibility.

Automation
Make (Integromat)GmailGoogle DriveGoogle Sheets

ARV Enterprise Geocoding Automation

Automation workflow for generating proposed geocoding outputs from business records, structuring location data for downstream review and enterprise mapping use.

Automation
Automation WorkflowGeocodingData StructuringReview Pipeline

Growth

Content & Growth Automation

Automations that help teams generate, route, check, and publish content without rebuilding the same campaign steps manually.

  • Content repurposing from uploaded assets
  • AI social content generation
  • Duplicate checks and publishing safeguards
  • Facebook, LinkedIn, Drive, and Sheets flows

Related project patterns

Content Repurposing Automation

Automation that repurposes content from a single uploaded file by filtering inputs, generating AI outputs, and routing results into multiple publishing paths (e.g., Facebook Pages and LinkedIn).

Automation
ZapierGoogle DriveAI by ZapierFacebook Pages

AI Social Media Content Creator

Scheduled pipeline that generates quote copy, checks duplicates in Google Sheets, fetches weather data, generates images, saves image URLs, and publishes to Facebook using Graph API.

Automation
n8nScheduleOpenWeatherMapGoogle Sheets

Web Systems

Web & Business Interfaces

Conversion pages, business websites, ecommerce concepts, local-service pages, and full-stack UI samples built around clear offers and workflows.

  • React and Tailwind landing pages
  • Local service lead-generation pages
  • E-commerce product landing flows
  • Full-stack dashboard and contact interface samples

Related project patterns

Modern React Landing Page

A modern, animated landing page built with React and Tailwind CSS. Showcases a tech-focused, responsive design.

Website
ReactTailwind CSS

Local Service Business

A local lead-generation website sample with strong call CTAs, booking form, trust stats, and service cards.

Website
ReactTailwind CSSLead Generation UX

E-commerce Product Landing

A conversion-focused e-commerce design with featured product block, product cards, ratings, and purchase CTA flow.

Website
ReactTailwind CSSE-commerce UI

Full Stack (Laravel + MariaDB)

A dynamic full stack landing page with backend interaction, built using Laravel (PHP) and MariaDB. Features a contact form and dashboard UI.

Website
LaravelPHPMariaDBBlade

Not sure where to start?

Start with the workflow that loses the most time or opportunities.

A short discovery conversation can identify whether the best first move is a website, automation, AI agent, internal tool, or backend integration.

Overview

FAQ

Common questions about DevLab Studios solution work.

Are these fixed products or custom solutions?

Most DevLab Studios solutions are custom builds using proven patterns. The starting point is the business problem, then the implementation is scoped around the tools, data, and workflow already in use.

Can you work with Zapier, Make, and n8n?

Yes. Solutions can be built with Zapier, Make, n8n, or direct API integrations depending on complexity, maintainability, and what the workflow requires.

Do you only build AI automations?

No. AI is used where it creates leverage, such as drafting, summarizing, classifying, or responding. Many solutions also include websites, backend services, dashboards, CRM logic, or internal tools.

How do I know which solution fits?

Start with the workflow that wastes the most time or loses the most opportunities. A discovery conversation can identify whether the best first move is a website, an automation, an AI agent, or a backend integration.

Overview

Devlab Pickleball

A live, open-play session manager we're piloting with a small group of clubs — check-in, queueing, court assignment, live scoring, and a real-time public scoreboard, all from one app.

We're running a small pilot before opening it up further. If you run open-play sessions for your own club and want early access, let us know below — we personally review every request.

See how it works

Quick Links